Machine learning and integrative analysis of biomedical big data B Mirza, W Wang, J Wang, H Choi, NC Chung, P Ping Genes 10 (2), 87, 2019 | 287 | 2019 |
Statistical significance of variables driving systematic variation in high-dimensional data NC Chung, JD Storey Bioinformatics 31 (4), 545-554, 2014 | 225 | 2014 |
Jaccard/Tanimoto similarity test and estimation methods for biological presence-absence data NC Chung, BŻ Miasojedow, M Startek, A Gambin BMC bioinformatics 20 (Suppl 15), 644, 2019 | 197 | 2019 |
Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization P Papadimitroulas, L Brocki, NC Chung, W Marchadour, F Vermet, ... Physica Medica 83, 108-121, 2021 | 125 | 2021 |
Genome-wide real-time in vivo transcriptional dynamics during Plasmodium falciparum blood-stage development HJ Painter, NC Chung, A Sebastian, I Albert, JD Storey, M Llinás Nature communications 9 (1), 2656, 2018 | 87 | 2018 |
Gene expression profiles associated with acute myocardial infarction and risk of cardiovascular death J Kim, N Ghasemzadeh, DJ Eapen, NC Chung, JD Storey, AA Quyyumi, ... Genome medicine 6, 1-13, 2014 | 60 | 2014 |
Unsupervised classification of multi-omics data during cardiac remodeling using deep learning NC Chung, B Mirza, H Choi, J Wang, D Wang, P Ping, W Wang Methods 166, 66-73, 2019 | 53 | 2019 |
Statistical significance of cluster membership for unsupervised evaluation of cell identities NC Chung Bioinformatics 36 (10), 3107-3114, 2020 | 26 | 2020 |
Foundations for open scholarship strategy development J Tennant, J Beamer, J Bosman, B Brembs, NC Chung, G Clement, ... MetaArXiv, 2019 | 26 | 2019 |
Human in the loop for machine creativity NC Chung 9th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2021 …, 2021 | 19 | 2021 |
Concept Saliency Maps to Visualize Relevant Features in Deep Generative Models L Brocki, NC Chung 18th IEEE International Conference On Machine Learning And Applications …, 2020 | 19 | 2020 |
Integrated dissection of cysteine oxidative post-translational modification proteome during cardiac hypertrophy J Wang, H Choi, NC Chung, Q Cao, DCM Ng, B Mirza, SB Scruggs, ... Journal of proteome research 17 (12), 4243-4257, 2018 | 19 | 2018 |
Population Structure Analysis of Bull Genomes of European and Western Ancestry NC Chung, J Szyda, M Frąszczak, BG Project Scientific Reports 7, 40688, 2017 | 13 | 2017 |
Deep learning mental health dialogue system L Brocki, GC Dyer, A Gładka, NC Chung 2023 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2023 | 11 | 2023 |
Truncated robust principal component analysis and noise reduction for single cell RNA sequencing data K Gogolewski, M Sykulski, NC Chung, A Gambin Journal of Computational Biology 26 (8), 782-793, 2019 | 10* | 2019 |
Challenges of large language models for mental health counseling NC Chung, G Dyer, L Brocki arXiv preprint arXiv:2311.13857, 2023 | 9 | 2023 |
Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks L Brocki, NC Chung International Conference on Learning Representations (ICLR) Tiny Paper, 2023 | 9* | 2023 |
Jaccard: Test Similarity Between Binary Data using Jaccard/Tanimoto Coefficients. R package version 0.1. 0 NC Chung, B Miasojedow, M Startek, A Gambin | 7 | 2018 |
Identifying temporal molecular signatures underlying cardiovascular diseases: A data science platform NC Chung, H Choi, D Wang, B Mirza, AR Pelletier, D Sigdel, W Wang, ... Journal of molecular and cellular cardiology 145, 54-58, 2020 | 5 | 2020 |
Patient engagement in HIV care and treatment in Zambia, 2004–2014 NC Chung, C Bolton-Moore, R Chilengi, MP Kasaro, JSA Stringer, BH Chi Tropical Medicine & International Health, 2017 | 4 | 2017 |